DocumentCode
591052
Title
Expertise identification and visualization
Author
Naz, Sabiha ; Naeem, M. ; Afzal, Muhammad Tanvir ; Qayyum, Amna
Author_Institution
Res. in Networks & Telecom (CoReNeT), M.A. Jinnah Univ., Islamabad, Pakistan
fYear
2012
fDate
27-29 Aug. 2012
Firstpage
16
Lastpage
20
Abstract
Visual analysis of knowledge expertise is becoming an emerging field due to its vital and essential importance of discovering both expertise and experts in practical applications. There are numerous visualization techniques which can identify the knowledge domains of research groups and communities. In this paper, we visualize and identify the expertise of an individual author based on the analysis of the author´s profile and its available information in DBLP databases. We have presented an approach to analyze both knowledge domains of individual authors as well as topic wise experts. In order to validate and comparison, we use the Gephi visualization tool to observe what is similar (comparison) or difference (contrast) between our proposed methodology and Gephi.
Keywords
data mining; data visualisation; distributed databases; expert systems; DBLP database; Gephi visualization tool; author profile; expertise identification; expertise visualization; knowledge domain; knowledge expertise; visual analysis; visualization technique; Algorithm design and analysis; Data visualization; Economics; Manuals; Reliability engineering; Reliability theory; Visualization; Expertise finder; SVG; domain knowledge; information analysis and visualization; knowledge discovery;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing and Networking Technology (ICCNT), 2012 8th International Conference on
Conference_Location
Gueongju
Print_ISBN
978-1-4673-1326-1
Type
conf
Filename
6418340
Link To Document